Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	6268
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	734.5 KiB
Average record size in memory	120.0 B

Variable types

NUM	9
CAT	5

Warnings

`currency` has constant value "6268"	Constant
`track_name` has a high cardinality: 6266 distinct values	High cardinality
`version_num` has a high cardinality: 1532 distinct values	High cardinality
`size_Megabytes` is highly correlated with `size_bytes`	High correlation
`size_bytes` is highly correlated with `size_Megabytes`	High correlation
`price` is highly skewed (γ1 = 30.94413896)	Skewed
`track_name` is uniformly distributed	Uniform
`id` has unique values	Unique
`price` has 3383 (54.0%) zeros	Zeros
`screenshot_num` has 1006 (16.0%) zeros	Zeros

Reproduction

Analysis started	2020-11-17 23:22:34.854349
Analysis finished	2020-11-17 23:23:03.979378
Duration	29.13 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

id
Real number (ℝ_≥0)

UNIQUE

Distinct	6268
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	841755890.1
Minimum	281656475
Maximum	1188375727
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	281656475
5-th percentile	352565640.3
Q1	575110173
median	953938352.5
Q3	1075350065
95-th percentile	1146662950
Maximum	1188375727
Range	906719252
Interquartile range (IQR)	500239892.2

Descriptive statistics

Standard deviation	275748438.4
Coefficient of variation (CV)	0.3275871801
Kurtosis	-1.150051562
Mean	841755890.1
Median Absolute Deviation (MAD)	161163838.5
Skewness	-0.5940435087
Sum	5.276125919e+12
Variance	7.603720127e+16
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1024953824	1	< 0.1%
501220013	1	< 0.1%
575357589	1	< 0.1%
1145920150	1	< 0.1%
1017148055	1	< 0.1%
1165109912	1	< 0.1%
1097564743	1	< 0.1%
892320294	1	< 0.1%
383298204	1	< 0.1%
493912733	1	< 0.1%
Other values (6258)	6258	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
281656475	1	< 0.1%
281796108	1	< 0.1%
281940292	1	< 0.1%
282614216	1	< 0.1%
282935706	1	< 0.1%

Value	Count	Frequency (%)
1188375727	1	< 0.1%
1187838770	1	< 0.1%
1187779532	1	< 0.1%
1187682390	1	< 0.1%
1187617475	1	< 0.1%

track_name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	6266
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	49.0 KiB

Mannequin Challenge	2
VR Roller Coaster	2
DayGram - One line a day Diary (Note/Journal)	1
Magic Trick #6	1
Hitman Sniper	1
Other values (6261)	6261

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Mannequin Challenge	2	< 0.1%
VR Roller Coaster	2	< 0.1%
DayGram - One line a day Diary (Note/Journal)	1	< 0.1%
Magic Trick #6	1	< 0.1%
Hitman Sniper	1	< 0.1%
Walk for a Dog	1	< 0.1%
Banner Saga	1	< 0.1%
UPAD 3	1	< 0.1%
Icon Pop Song	1	< 0.1%
Cutie Patootie - Xmas Surprise	1	< 0.1%
Other values (6256)	6256	99.8%

Frequencies of value counts

Unique

Unique	6264 ?
Unique (%)	99.9%

Histogram of lengths of the category

Length

Max length	232
Median length	21
Mean length	26.18363114
Min length	2

size_bytes
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6205
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	205743011.8
Minimum	589824
Maximum	4025969664
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	589824
5-th percentile	13055488
Q1	51719424
median	102129152
Q3	188477440
95-th percentile	877646284.8
Maximum	4025969664
Range	4025379840
Interquartile range (IQR)	136758016

Descriptive statistics

Standard deviation	352634148.9
Coefficient of variation (CV)	1.713954442
Kurtosis	27.92901488
Mean	205743011.8
Median Absolute Deviation (MAD)	61154816
Skewness	4.583617734
Sum	1.289597198e+12
Variance	1.24350843e+17
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
101735424	2	< 0.1%
37828608	2	< 0.1%
27561984	2	< 0.1%
157871104	2	< 0.1%
103233536	2	< 0.1%
143679488	2	< 0.1%
51179520	2	< 0.1%
36184064	2	< 0.1%
48359424	2	< 0.1%
35807232	2	< 0.1%
Other values (6195)	6248	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
589824	1	< 0.1%
618496	1	< 0.1%
671744	1	< 0.1%
698800	1	< 0.1%
709632	1	< 0.1%

Value	Count	Frequency (%)
4025969664	1	< 0.1%
3896109056	1	< 0.1%
3860406272	1	< 0.1%
3856588800	1	< 0.1%
3646993408	1	< 0.1%

currency
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	49.0 KiB

USD	6268

Frequencies
Length

Value	Count	Frequency (%)
USD	6268	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

price
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	35
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.821976707
Minimum	0
Maximum	299.99
Zeros	3383
Zeros (%)	54.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.99
95-th percentile	6.99
Maximum	299.99
Range	299.99
Interquartile range (IQR)	2.99

Descriptive statistics

Standard deviation	6.128237869
Coefficient of variation (CV)	3.363510546
Kurtosis	1342.302023
Mean	1.821976707
Median Absolute Deviation (MAD)	0
Skewness	30.94413896
Sum	11420.15
Variance	37.55529938
Monotocity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	3383	54.0%
2.99	650	10.4%
0.99	631	10.1%
1.99	587	9.4%
4.99	369	5.9%
3.99	256	4.1%
6.99	162	2.6%
9.99	73	1.2%
5.99	41	0.7%
7.99	28	0.4%
Other values (25)	88	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3383	54.0%
0.99	631	10.1%
1.99	587	9.4%
2.99	650	10.4%
3.99	256	4.1%

Value	Count	Frequency (%)
299.99	1	< 0.1%
249.99	1	< 0.1%
99.99	1	< 0.1%
74.99	1	< 0.1%
59.99	3	< 0.1%

rating_count_tot
Real number (ℝ_≥0)

Distinct	3184
Distinct (%)	50.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	14803.80552
Minimum	1
Maximum	2974676
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	78
median	512.5
Q3	3963.5
95-th percentile	57446.8
Maximum	2974676
Range	2974675
Interquartile range (IQR)	3885.5

Descriptive statistics

Standard deviation	80984.68437
Coefficient of variation (CV)	5.470531497
Kurtosis	496.3360944
Mean	14803.80552
Median Absolute Deviation (MAD)	499
Skewness	18.33563392
Sum	92790253
Variance	6558519103
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	120	1.9%
7	48	0.8%
9	47	0.7%
5	46	0.7%
6	44	0.7%
10	37	0.6%
14	37	0.6%
2	35	0.6%
12	35	0.6%
3	33	0.5%
Other values (3174)	5786	92.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	120	1.9%
2	35	0.6%
3	33	0.5%
4	8	0.1%
5	46	0.7%

Value	Count	Frequency (%)
2974676	1	< 0.1%
2161558	1	< 0.1%
2130805	1	< 0.1%
1724546	1	< 0.1%
1126879	1	< 0.1%

user_rating
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.049696873
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2.5
Q1	4
median	4.5
Q3	4.5
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.7269427319
Coefficient of variation (CV)	0.1795054679
Kurtosis	2.840438346
Mean	4.049696873
Median Absolute Deviation (MAD)	0.5
Skewness	-1.54273501
Sum	25383.5
Variance	0.5284457354
Monotocity	Decreasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4.5	2663	42.5%
4	1626	25.9%
3.5	702	11.2%
5	492	7.8%
3	383	6.1%
2.5	196	3.1%
2	106	1.7%
1.5	56	0.9%
1	44	0.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	44	0.7%
1.5	56	0.9%
2	106	1.7%
2.5	196	3.1%
3	383	6.1%

Value	Count	Frequency (%)
5	492	7.8%
4.5	2663	42.5%
4	1626	25.9%
3.5	702	11.2%
3	383	6.1%

version_num
Categorical

HIGH CARDINALITY

Distinct	1532
Distinct (%)	24.4%
Missing	0
Missing (%)	0.0%
Memory size	49.0 KiB

1.0	269
1.1	234
1.2	195
1.0.0	136
1.3	120
Other values (1527)	5314

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
1.0	269	4.3%
1.1	234	3.7%
1.2	195	3.1%
1.0.0	136	2.2%
1.3	120	1.9%
1.0.1	108	1.7%
1.4	97	1.5%
1.0.2	92	1.5%
2.0	88	1.4%
1.5	82	1.3%
Other values (1522)	4847	77.3%

Frequencies of value counts

Unique

Unique	940 ?
Unique (%)	15.0%

Histogram of lengths of the category

Length

Max length	14
Median length	5
Mean length	4.488991704
Min length	1

cont_rating
Categorical

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	49.0 KiB

4+	3937
12+	1004
9+	886
17+	441

Frequencies
Length

Value	Count	Frequency (%)
4+	3937	62.8%
12+	1004	16.0%
9+	886	14.1%
17+	441	7.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	2
Mean length	2.230536056
Min length	2

prime_genre
Categorical

Distinct	23
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	49.0 KiB

Games	3400
Entertainment	471
Education	387
Photo & Video	325
Utilities	219
Other values (18)	1466

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Games	3400	54.2%
Entertainment	471	7.5%
Education	387	6.2%
Photo & Video	325	5.2%
Utilities	219	3.5%
Productivity	172	2.7%
Health & Fitness	159	2.5%
Social Networking	134	2.1%
Music	134	2.1%
Lifestyle	113	1.8%
Other values (13)	754	12.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	5
Mean length	7.455169113
Min length	4

sup_devices_num
Real number (ℝ_≥0)

Distinct	20
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	37.25941289
Minimum	9
Maximum	47
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	9
5-th percentile	25
Q1	37
median	37
Q3	38
95-th percentile	43
Maximum	47
Range	38
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.907911453
Coefficient of variation (CV)	0.1048838709
Kurtosis	9.297560356
Mean	37.25941289
Median Absolute Deviation (MAD)	1
Skewness	-2.595233323
Sum	233542
Variance	15.27177192
Monotocity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
37	2900	46.3%
38	1616	25.8%
40	920	14.7%
43	341	5.4%
24	264	4.2%
25	63	1.0%
26	39	0.6%
39	39	0.6%
47	26	0.4%
35	21	0.3%
Other values (10)	39	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
11	3	< 0.1%
12	1	< 0.1%
13	7	0.1%
15	2	< 0.1%

Value	Count	Frequency (%)
47	26	0.4%
45	8	0.1%
43	341	5.4%
40	920	14.7%
39	39	0.6%

screenshot_num
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.873803446
Minimum	0
Maximum	5
Zeros	1006
Zeros (%)	16.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.87970689
Coefficient of variation (CV)	0.4852354841
Kurtosis	0.1254391419
Mean	3.873803446
Median Absolute Deviation (MAD)	0
Skewness	-1.366499363
Sum	24281
Variance	3.533297994
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	4145	66.1%
0	1006	16.0%
4	611	9.7%
3	239	3.8%
1	139	2.2%
2	128	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1006	16.0%
1	139	2.2%
2	128	2.0%
3	239	3.8%
4	611	9.7%

Value	Count	Frequency (%)
5	4145	66.1%
4	611	9.7%
3	239	3.8%
2	128	2.0%
1	139	2.2%

lang_num
Real number (ℝ_≥0)

Distinct	57
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.89023612
Minimum	0
Maximum	75
Zeros	19
Zeros (%)	0.3%
Memory size	49.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	9
95-th percentile	22
Maximum	75
Range	75
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	8.202601315
Coefficient of variation (CV)	1.392575976
Kurtosis	10.63896235
Mean	5.89023612
Median Absolute Deviation (MAD)	0
Skewness	2.709101859
Sum	36920
Variance	67.28266833
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3210	51.2%
2	433	6.9%
11	265	4.2%
5	192	3.1%
3	190	3.0%
12	174	2.8%
10	167	2.7%
4	144	2.3%
8	143	2.3%
6	138	2.2%
Other values (47)	1212	19.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	0.3%
1	3210	51.2%
2	433	6.9%
3	190	3.0%
4	144	2.3%

Value	Count	Frequency (%)
75	1	< 0.1%
74	1	< 0.1%
69	3	< 0.1%
68	1	< 0.1%
63	1	< 0.1%

size_Megabytes
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	5644
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	196.2118044
Minimum	0.56
Maximum	3839.46
Zeros	0
Zeros (%)	0.0%
Memory size	49.0 KiB

Quantile statistics

Minimum	0.56
5-th percentile	12.4535
Q1	49.3225
median	97.4
Q3	179.7425
95-th percentile	836.9905
Maximum	3839.46
Range	3838.9
Interquartile range (IQR)	130.42

Descriptive statistics

Standard deviation	336.2981051
Coefficient of variation (CV)	1.7139545
Kurtosis	27.92900557
Mean	196.2118044
Median Absolute Deviation (MAD)	58.325
Skewness	4.583616811
Sum	1229855.59
Variance	113096.4155
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.2	4	0.1%
51.5	3	< 0.1%
76.25	3	< 0.1%
91.64	3	< 0.1%
28.32	3	< 0.1%
70.53	3	< 0.1%
34.51	3	< 0.1%
65.88	3	< 0.1%
45.28	3	< 0.1%
122.29	3	< 0.1%
Other values (5634)	6237	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.56	1	< 0.1%
0.59	1	< 0.1%
0.64	1	< 0.1%
0.67	1	< 0.1%
0.68	1	< 0.1%

Value	Count	Frequency (%)
3839.46	1	< 0.1%
3715.62	1	< 0.1%
3681.57	1	< 0.1%
3677.93	1	< 0.1%
3478.04	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	id	track_name	size_bytes	currency	price	rating_count_tot	user_rating	version_num	cont_rating	prime_genre	sup_devices_num	screenshot_num	lang_num	size_Megabytes
0	487119327	Head Soccer	121319424	USD	0.00	481564	5.0	5.4.1	4+	Games	40	4	11	115.70
1	930574573	Sniper 3D Assassin: Shoot to Kill Gun Game	157851648	USD	0.00	386521	5.0	1.17.6	17+	Games	40	5	9	150.54
2	387428400	Infinity Blade	624107810	USD	0.99	326482	5.0	1.4.1	12+	Games	43	5	13	595.20
3	887947640	CSR Racing 2	1944321024	USD	0.00	257100	5.0	1.11.3	4+	Games	37	5	11	1854.25
4	552039496	The Room	338273280	USD	0.99	143908	5.0	1.0.4	9+	Games	24	5	1	322.60
5	635573390	Sniper Shooter: Gun Shooting Games	113509376	USD	0.00	134080	5.0	5.0.4	12+	Games	37	5	1	108.25
6	448639966	Pic Collage - Picture Editor & Photo Collage Maker	109210624	USD	0.00	123433	5.0	7.12.17	12+	Photo & Video	37	5	12	104.15
7	392988420	Zappos: shop shoes & clothes, fast free shipping	70325248	USD	0.00	103655	5.0	3.9.0	4+	Shopping	37	4	1	67.07
8	519817714	Credit Karma: Free Credit Scores, Reports & Alerts	95494144	USD	0.00	101679	5.0	4.11.1	4+	Finance	37	0	1	91.07
9	1093190533	PewDiePie's Tuber Simulator	266766336	USD	0.00	90851	5.0	1.9.1	9+	Games	37	5	17	254.41

Last rows

	id	track_name	size_bytes	currency	price	rating_count_tot	user_rating	version_num	cont_rating	prime_genre	sup_devices_num	screenshot_num	lang_num	size_Megabytes
6258	1099079526	脱出ゲーム　研究所からの脱出	177694720	USD	0.00	1	1.0	1.0.0	4+	Games	38	5	1	169.46
6259	1107529451	【推理ゲーム】 YASU-第7捜査課事件ファイル-	72283136	USD	0.00	1	1.0	1.0	12+	Games	38	5	1	68.93
6260	1115981170	好きになったら負け。　完全無料！女性向けイケメン恋愛ゲーム	37828608	USD	0.00	1	1.0	1.1.0	9+	Games	38	5	16	36.08
6261	1116944520	精度93％絶望の心理テスト	28856320	USD	0.00	1	1.0	1.0	12+	Lifestyle	38	0	1	27.52
6262	1135283959	PokéCatcher - Cheat for Pokémon GO	11693056	USD	0.99	1	1.0	1.0	4+	Utilities	37	3	7	11.15
6263	1141308767	Tinkerblocks – code, create, play	185029632	USD	1.99	1	1.0	1.0.0	4+	Education	37	5	12	176.46
6264	1144076945	One More Spin! - Free Vegas Casino Slots	127716352	USD	0.00	1	1.0	1.04	17+	Games	37	0	1	121.80
6265	1151268606	脱出ゲーム　In My Heart	160161792	USD	0.00	1	1.0	1.0.0	4+	Games	38	5	1	152.74
6266	1182265441	脱出ゲーム　わたしをみつけて　-おじいさんとわたしの物語-	177498112	USD	0.00	1	1.0	1.0.1	4+	Games	38	4	1	169.28
6267	1051656345	My8to18	10645504	USD	0.00	10	1.0	2.0.1	4+	Sports	37	0	9	10.15

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows